Title :
A 1 MHz compact digitally controlled perceptron integrated circuit implementation with process insensitivity
Author :
Pino, José L. ; Sculley, Terry L. ; Brooke, Martin A.
Author_Institution :
Sch. of Electr. Eng., George Inst. of Technol., Atlanta, GA, USA
Abstract :
A fast, compact process and temperature insensitive perceptron neural network is introduced. The integrated circuit proposed forms one layer in a perceptron neural network that can be easily cascaded to form a multiple-layer network. The implementation realizes practical 8-bit two´s complement digital weights. The perceptron implementation presented holds promise in that it has a highly predictable output independent of process parameters and thermal effects
Keywords :
CMOS integrated circuits; amplifiers; artificial intelligence; neural nets; 1 MHz; 8 bit; compact process; digitally controlled perceptron integrated circuit; easily cascaded; highly predictable output; multiple-layer network; perceptron implementation; perceptron neural network; process insensitivity; temperature insensitive perceptron neural network; Digital control; Digital integrated circuits; Image recognition; Integrated circuit technology; Mirrors; Neural networks; Pattern recognition; Piecewise linear techniques; Telephony; Temperature;
Conference_Titel :
Circuits and Systems, 1990., IEEE International Symposium on
Conference_Location :
New Orleans, LA
DOI :
10.1109/ISCAS.1990.112293
